• flume学习


    下载

    自定义sink(mysql)

    1、ide打开下载后的源码 

    2、代码如下:

    /**
     * Licensed to the Apache Software Foundation (ASF) under one
     * or more contributor license agreements.  See the NOTICE file
     * distributed with this work for additional information
     * regarding copyright ownership.  The ASF licenses this file
     * to you under the Apache License, Version 2.0 (the
     * "License"); you may not use this file except in compliance
     * with the License.  You may obtain a copy of the License at
     *
     *     http://www.apache.org/licenses/LICENSE-2.0
     *
     * Unless required by applicable law or agreed to in writing, software
     * distributed under the License is distributed on an "AS IS" BASIS,
     * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
     * See the License for the specific language governing permissions and
     * limitations under the License.
     */
     
    /**
     * User: 过往记忆
     * Date: 14-9-4
     * Time: 下午13:16
     * bolg: https://www.iteblog.com
     * 本文地址:https://www.iteblog.com/archives/1109
     * 过往记忆博客,专注于hadoop、hive、spark、shark、flume的技术博客,大量的干货
     * 过往记忆博客微信公共帐号:iteblog_hadoop
     */
    package com.pf;
    import com.google.common.base.Preconditions;
    import com.google.common.base.Throwables;
    import com.google.common.collect.Lists;
    import org.apache.flume.*;
    import org.apache.flume.conf.Configurable;
    import org.apache.flume.sink.AbstractSink;
    import org.slf4j.Logger;
    import org.slf4j.LoggerFactory;
     
    import java.sql.Connection;
    import java.sql.DriverManager;
    import java.sql.PreparedStatement;
    import java.sql.SQLException;
    import java.util.List;
     
    public class MysqlSink extends AbstractSink implements Configurable {
     
        private Logger LOG = LoggerFactory.getLogger(MysqlSink.class);
        private String hostname;
        private String port;
        private String databaseName;
        private String tableName;
        private String user;
        private String password;
        private PreparedStatement preparedStatement;
        private Connection conn;
        private int batchSize;
     
        public MysqlSink() {
            LOG.info("MysqlSink start...");
        }
     
        @Override
        public void configure(Context context) {
            hostname = context.getString("hostname");
            Preconditions.checkNotNull(hostname, "hostname must be set!!");
            port = context.getString("port");
            Preconditions.checkNotNull(port, "port must be set!!");
            databaseName = context.getString("databaseName");
            Preconditions.checkNotNull(databaseName, "databaseName must be set!!");
            tableName = context.getString("tableName");
            Preconditions.checkNotNull(tableName, "tableName must be set!!");
            user = context.getString("user");
            Preconditions.checkNotNull(user, "user must be set!!");
            password = context.getString("password");
            Preconditions.checkNotNull(password, "password must be set!!");
            batchSize = context.getInteger("batchSize", 100);
            Preconditions.checkNotNull(batchSize > 0, "batchSize must be a positive number!!");
        }
     
        @Override
        public void start() {
            super.start();
            try {
                //调用Class.forName()方法加载驱动程序
                Class.forName("com.mysql.jdbc.Driver");
            } catch (ClassNotFoundException e) {
                e.printStackTrace();
            }
     
            String url = "jdbc:mysql://" + hostname + ":" + port + "/" + databaseName; 
            //调用DriverManager对象的getConnection()方法,获得一个Connection对象
     
            try {
                conn = DriverManager.getConnection(url, user, password);
                conn.setAutoCommit(false);
                //创建一个Statement对象
                preparedStatement = conn.prepareStatement("insert into " + tableName + 
                                                   " (content) values (?)");
     
            } catch (SQLException e) {
                e.printStackTrace();
                System.exit(1);
            }
     
        }
     
        @Override
        public void stop() {
            super.stop();
            if (preparedStatement != null) {
                try {
                    preparedStatement.close();
                } catch (SQLException e) {
                    e.printStackTrace();
                }
            }
     
            if (conn != null) {
                try {
                    conn.close();
                } catch (SQLException e) {
                    e.printStackTrace();
                }
            }
        }
     
        @Override
        public Status process() throws EventDeliveryException {
            Status result = Status.READY;
            Channel channel = getChannel();
            Transaction transaction = channel.getTransaction();
            Event event;
            String content;
     
            List<String> actions = Lists.newArrayList();
            transaction.begin();
            try {
                for (int i = 0; i < batchSize; i++) {
                    event = channel.take();
                    if (event != null) {
                        content = new String(event.getBody());
                        actions.add(content);
                    } else {
                        result = Status.BACKOFF;
                        break;
                    }
                }
     
                if (actions.size() > 0) {
                    preparedStatement.clearBatch();
                    for (String temp : actions) {
                        preparedStatement.setString(1, temp);
                        preparedStatement.addBatch();
                    }
                    preparedStatement.executeBatch();
     
                    conn.commit();
                }
                transaction.commit();
            } catch (Throwable e) {
                try {
                    transaction.rollback();
                } catch (Exception e2) {
                    LOG.error("Exception in rollback. Rollback might not have been" +
                            "successful.", e2);
                }
                LOG.error("Failed to commit transaction." +
                        "Transaction rolled back.", e);
                Throwables.propagate(e);
            } finally {
                transaction.close();
            }
     
            return result;
        }
    }
    View Code

    3、pom文件

    <?xml version="1.0" encoding="UTF-8"?>
    <!--
    Licensed to the Apache Software Foundation (ASF) under one or more
    contributor license agreements.  See the NOTICE file distributed with
    this work for additional information regarding copyright ownership.
    The ASF licenses this file to You under the Apache License, Version 2.0
    (the "License"); you may not use this file except in compliance with
    the License.  You may obtain a copy of the License at
    
         http://www.apache.org/licenses/LICENSE-2.0
    
    Unless required by applicable law or agreed to in writing, software
    distributed under the License is distributed on an "AS IS" BASIS,
    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    See the License for the specific language governing permissions and
    limitations under the License.
    -->
    <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
      xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    
      <modelVersion>4.0.0</modelVersion>
    
       <parent>
        <artifactId>flume-ng-sinks</artifactId>
        <groupId>org.apache.flume</groupId>
        <version>1.7.0</version>
      </parent>
      <artifactId>pf</artifactId>
      <packaging>jar</packaging>
    
      <name>pf</name>
      <url>http://maven.apache.org</url>
    
      <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
      </properties>
    
      <dependencies>
            <dependency>
                <groupId>junit</groupId>
                <artifactId>junit</artifactId>
                <version>3.8.1</version>
                <scope>test</scope>
            </dependency>
            <dependency>
                <groupId>org.apache.flume</groupId>
                <artifactId>flume-ng-core</artifactId>
            </dependency>
    
            <dependency>
                <groupId>org.apache.flume</groupId>
                <artifactId>flume-ng-configuration</artifactId>
            </dependency>
    
            <dependency>
                <groupId>mysql</groupId>
                <artifactId>mysql-connector-java</artifactId>
                <version>5.1.25</version>
            </dependency>
    
            <dependency>
                <groupId>org.slf4j</groupId>
                <artifactId>slf4j-api</artifactId>
            </dependency>
    
            <dependency>
                <groupId>org.slf4j</groupId>
                <artifactId>slf4j-log4j12</artifactId>
                <scope>test</scope>
            </dependency>
        </dependencies>
        
       <!--  <build>
        <plugins>
          <plugin>
            <groupId>org.apache.rat</groupId>
            <artifactId>apache-rat-plugin</artifactId>
          </plugin>
          <plugin>
            <groupId>org.apache.maven.plugins</groupId>
            <artifactId>maven-jar-plugin</artifactId>
            <executions>
              <execution>
                <goals>
                  <goal>test-jar</goal>
                </goals>
              </execution>
            </executions>
          </plugin>
        </plugins>
      </build> -->
    </project>
    View Code

    4、建库建表

    create database ngmonitor;
    
    create table mysqltest(
        id int(11) NOT NULL AUTO_INCREMENT,
        content varchar(50000) NOT NULL,
        PRIMARY KEY (`id`)
        ) ENGINE=InnoDB AUTO_INCREMENT=4 DEFAULT CHARSET=utf8;
    View Code

    5、打包--> lib目录下(含mysql的jar)

    6、参考conf 

    # example2.conf:
    
    # Name the components on this agent
    a1.sources = r1
    a1.sinks = k1
    a1.channels = c1
    
    # Describe/configure the source
    a1.sources.r1.type = spooldir
    a1.sources.r1.spoolDir = /home/wwj/flumeSpool
    a1.sources.r1.fileHeader = false
    a1.sources.r1.maxBackoff = 60000  
    #a1.sources.r1.ignorePattern = ^[s]*
     
    
    # Describe the sink
    a1.sinks.k1.type = com.pf.MysqlSink
    a1.sinks.k1.hostname = localhost
    a1.sinks.k1.port = 3306
    a1.sinks.k1.databaseName = ngmonitor
    a1.sinks.k1.tableName = mysqltest
    a1.sinks.k1.user = root
    a1.sinks.k1.password= 123456
    
    # Use a channel which buffers events in memory
    a1.channels.c1.type = memory
    a1.channels.c1.capacity = 1000
    a1.channels.c1.transactionCapacity = 100
    
    # Bind the source and sink to the channel
    a1.sources.r1.channels = c1
    a1.sinks.k1.channel = c1
    View Code

    7、启动

    bin/flume-ng agent --conf conf --conf-file conf/example2.conf --name a1 -Dflume.root.logger=INFO,console

    8、成功

  • 相关阅读:
    SVN服务器搭建(一)
    排序算法二:冒泡排序
    【LeetCode】136. Single Number
    【LeetCode】217. Contains Duplicate
    【LeetCode】189. Rotate Array
    【LeetCode】122. Best Time to Buy and Sell Stock II
    【LeetCode】26. Remove Duplicates from Sorted Array
    【LeetCode】20. Valid Parentheses
    【LeetCode】680. Valid Palindrome II
    【LeetCode】345. Reverse Vowels of a String
  • 原文地址:https://www.cnblogs.com/sprinng/p/5993419.html
Copyright © 2020-2023  润新知